ANALYSIS OF EMOTION RECOGNITION BASED ON DEEP CONVOLUTIONAL NEURAL NETWORK MODELS by V. M. Goryaev, G. A. Mankaeva, T. B. Ochir-Goryaeva, A. B. Mantusov, V. V. Lidji-Garyaev, A. B. Kornyakov

“…However, despite significant progress, emotion detection remains a very challenging task. Experimental studies of emotional processes are usually based on the observation of images with affective content, including facial expressions. …”
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Research on Distributed Fiber Optical Strain Testing Technology Based on the Adam Algorithm by Jie Duan, Yuting Liu, Lijuan Li, Jiyu Li, Yanan Zhao, Jianli Zheng

“…Distributed Optical Fiber Sensing Technology, with advantages such as long detection distance, resistance to electromagnetic interference, and easy maintenance, is widely applied in various fields including security monitoring, electrical safety, and aerospace. …”
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PREDICTION OF TUMOR DEVELOPMENT OF MAMMARY GLANDS IN WOMEN OF VARIOUS AGE GROUPS by A. S. Zhirnova, P. P. Kurlaev, N. N. Shevlyuk

“…The authors presents the method of assessment of individual risk of pathology development of mammary glands with following choice of personal examination program, which allowed timely detection of pre-cancerous condition and early forms of tumorous processes in mammary glands. …”
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Prototype of a Multimodal and Multichannel Electro-Physiological and General-Purpose Signal Capture System: Evaluation in Sleep-Research-like Scenario by Pablo Cevallos-Larrea, Leimer Guambaña-Calle, Danilo Andrés Molina-Vidal, Mathews Castillo-Guerrero, Aluizio d’Affonsêca Netto, Carlos Julio Tierra-Criollo

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Metabolomic analysis reveals key changes in amino acid metabolism in colorectal cancer patients by Asmaa Ramzy, Taghreed Khaled Abdelmoneim, Menna Arafat, Maha Mokhtar, Ashraf Bakkar, Amany Mokhtar, Wagida Anwar, Sameh Magdeldin, Shymaa Enany

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The importance of training for the development and strengthening of a company’s competitive position by Aleksandra Penjišević, Branislav Sančanin, Dragan Turanjanin

“…Despite the fact that a statistically significant difference was not detected during the assessment of satisfaction with training programs in a company, the impact of training on the motivation of non-managerial staff, in relation to employees in managerial positions, was significantly expressed.…”
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DEPTOR-mTOR Signaling Is Critical for Lipid Metabolism and Inflammation Homeostasis of Lymphocytes in Human PBMC Culture by Qi-bing Xie, Yan Liang, Min Yang, Yuan Yang, Xiao-min Cen, Geng Yin

“…And novel markers for the detection and therapy of autoimmune disease are urgent. mTOR signaling is a central regulator of extracellular metabolic and inflammatory processes, while DEP domain-containing mTOR-interacting protein (DEPTOR) is a natural inhibitor of mTOR. …”
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Relationship between language features extracted through NLP and clinically diagnosed Alzheimer's disease and mild cognitive impairment in Slovak by Nataliia Casnochova Zozuk, Dasa Munkova, Livia Kelebercova, Michal Munk

“…Abstract BACKGROUND Dementia, particularly Alzheimer's disease (AD), affects language, especially lexical‐semantic processing. Discourse analysis using NLP methods can aid early detection, but research in inflectional languages like Slovak is limited. …”
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Intelligent recognition of subsurface utilities and voids: A ground penetrating radar dataset for deep learning applicationsMendeley Data by Abdelaziz Mojahid, Driss El Ouai, Khalid El Amraoui, Khalil El-Hami, Hamou Aitbenamer

“…The importance of this dataset lies in: (1) contribute to fill the gap of lack of GPR data, (2) the universality of the data, (3) its potential to enhance the accuracy and efficiency to detect subsurface anomaly through the application of deep learning models, (4) GPR surveys are highly effective but still expensive, and its processing is time-consuming. …”
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A nnU-Net-based automatic segmentation of FCD type II lesions in 3D FLAIR MRI images by Shubham Joshi, Millie Pant, Millie Pant, Arnav Malhotra, Kusum Deep, Vaclav Snasel

“…Focal cortical dysplasia (FCD) type II is a common cause of epilepsy and is challenging to detect due to its similarities with other brain conditions. …”
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GIS vibration signal denoising algorithm based on SVD-IACMD by TU Jiayi, GUAN Xiangyu, ZHAO Junyi, LIN Jiangang, LAI Zekai

“…Conducting vibration measurement is important for detecting potential defects in gas insulated switchgear (GIS). …”
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Plant Diagnostic Clinic and HLB Lab by Pamela Roberts, Shea Teems, Joubert Fayette, Jamie Burrow

“… The Plant Pathology program at the UF/IFAS Southwest Research and Education Center is the state and local resource for plant diagnostic services, including HLB (Huanglongbing, or citrus greening) detection, and for insect identification. …”
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Plant Diagnostic Clinic and HLB Lab by Pamela Roberts, Shea Teems, Joubert Fayette, Jamie Burrow

“… The Plant Pathology program at the UF/IFAS Southwest Research and Education Center is the state and local resource for plant diagnostic services, including HLB (Huanglongbing, or citrus greening) detection, and for insect identification. …”
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PREDICTION OF MAJOR TRENDS AND INDICATORS OF THE PRIMARY REAL ESTATE MARKET OF MOSCOW REGION by Maxim A. Fomin, Natalia Sadovnikov

“…The article considers the determination and prediction of the size and level of economic phenomena and processes taking place in the socio-economic sphere, detection and quantitative characterization of the main development trends, as well as models of the relationship the real estate market of Moscow region…”
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Dental decay in children and the link to weight status: A cross-sectional analysis of national school health data by Arwa Alhamed, Abdullah Al-Zeer, Fahad Alsaawi, Abdulrahman Alshaikh, Abrar Alzaher, Abdullah Alkattan, Noura Alrasheed, Khlood Sagor, Elham Alsalem, Mona Ibrahim, Amjad Alfaleh

“…To reduce the prevalence of dental decay and related health disparities, dental health screening programs should be designed to detect dental decay early among children at high risk due to abnormal BMIs and sociodemographic factors. …”
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RSTHFS: A Rough Set Theory-Based Hybrid Feature Selection Method for Phishing Website Classification by Jahanggir Hossain Setu, Nabarun Halder, Ashraful Islam, M. Ashraful Amin

“…Despite advances in cybersecurity, accurately detecting phishing websites remains challenging due to the absence of universally accepted identification parameters. …”
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A Hybrid 2D Gaussian Filter and Deep Learning Approach with Visualization of Class Activation for Automatic Lung and Colon Cancer Diagnosis by Omer Turk PhD, Emrullah Acar PhD, Emrah Irmak PhD, Musa Yilmaz PhD, Enes Bakis MS

“…The system focuses on early detection through image pre-processing with a 2D Gaussian filter, while maintaining simplicity to minimize computational requirements and runtime. …”
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Sensitive and selective electrochemical biosensor based on Manganese(II) complex for simultaneous determination of adenine and guanine from clinical samples and DNA extract samples by Melaku Metto, Alemu Tesfaye, Minaleshewa Atlabachew, Abayneh Munshea, Atakilt Abebe

“…The interference recovery results showcased an error rate of less than 6 %, highlighting the method's superior lower detection limit and broader dynamic range compared to existing techniques. …”
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A Novel Entropy-Based Approach for Thermal Image Segmentation Using Multilevel Thresholding by Thaweesak Trongtirakul, Karen Panetta, Artyom M. Grigoryan, Sos S. Agaian

“…The framework’s versatility suggests promising applications in brain tumor detection, optical character recognition, thermal energy leakage detection, and face recognition.…”
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Excavation of gene markers associated with pancreatic ductal adenocarcinoma based on interrelationships of gene expression by Zhao‐Yue Zhang, Zi‐Jie Sun, Dong Gao, Yu‐Duo Hao, Hao Lin, Fen Liu

“…Enrichment analysis revealed the involvement of these genes in essential biological processes and shed light on their potential roles in PDAC pathogenesis. …”
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